[Weekly Review] 2020/07/20-26

Published: July 26, 2020 by SingularityKChen (Last updated: August 29, 2020 )

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• Category 26

• 2020/07/20-26

2020/07/20-26

This week, I read the paper related to VLIW and learned the TLM tutorial video by accellera.org. I watched one tinyML workshop video related to the optimization of computation and memory.

I think after reading the textbook "SystemC: From the Ground Up", then it's better to study via those tutorial videos and project examples.

I post these blogs this week:

• Tightly Coupled Memory: the concepts of TCM and the difference between TCM and Cache.
• Very Long Instruction Word Architectures and the ELI-512: This paper introduces three problems that VLIW meets and the corresponding possible solutions. I also posts the pros and cons of VLIW.
• tinyML Talks: AIML SoC for Ultra-Low-Power Mobile and IoT devices: This workshop introduces
  • two computation optimization methods
    • Address Generation HW Unit
    • Pipeline architecture
  • three memory optimization methods
    • Dequantization
    • Entropy compression
    • Pooling on the fly